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Tags: Science and math
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1–18 of 18 · Most stars

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

  • kmer
  • dnabert-model
  • kmer-format
  • gpu

Spatial Single Cell Analysis in Python

  • single-cell-rna-seq
  • single-cell-genomics
  • spatial-transcriptomics
  • spatial-analysis

A Python native dynamical system simulation framework in the block diagram paradigm.

  • blockdiagram
  • control-systems
  • hierarchical-modeling
  • nonlinear-dynamics

Schema and generated objects for biolink data model and upper ontology

  • biolink
  • monarchinitiative
  • gene-ontology
  • datamodel

The Complete Street Rule for ArcGIS CityEngine is a scenario oriented design tool intended to enable users to quickly create procedurally generated multimodal streets.

  • complete
  • streets
  • transportation
  • cityengine

TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments(BIOINFORMATICS 2020) https://doi.org/10.1093/bioinformatics/btaa524

  • self-attention
  • compound-protein-interaction
  • transformercpi
  • structure-free-virtual-sreening

Generative models for transcriptomic-driven or protein-driven molecular design (PaccMann^RL).

  • deep-reinforcement-learning
  • generative-model
  • vae
  • molecule-generation